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Analysis of security and energy efficiency for shortest route discovery in low-energy adaptive clustering hierarchy protocol using Levenberg-Marquardt neural network and gated recurrent unit for intrusion detection system

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成果类型:
期刊论文
作者:
Mittal, Mohit;Iwendi, Celestine*;Khan, Suleman;Rehman Javed, Abdul
通讯作者:
Iwendi, Celestine
作者机构:
[Mittal, Mohit] Kyoto Sangyo Univ, Dept Informat Sci & Engn, Kyoto, Japan.
[Iwendi, Celestine] Cent South Univ Forestry & Technol, Bangor Coll, Changsha, Peoples R China.
[Rehman Javed, Abdul; Khan, Suleman] Air Univ, Dept Comp Sci, Islamabad, Pakistan.
通讯机构:
[Iwendi, Celestine] C
Cent South Univ Forestry & Technol, Bangor Coll, Changsha, Peoples R China.
语种:
英文
期刊:
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES
ISSN:
2161-3915
年:
2021
卷:
32
期:
6
页码:
e3997-
基金类别:
Mohit Mittal, Suleman Khan, and Abdul Rehman Javed contributed equally to this work.
机构署名:
本校为通讯机构
院系归属:
班戈学院
摘要:
Wireless sensor network (WSN) is a collection of a huge number of autonomous sensor nodes having capabilities such as sensing, processing, and manipulation. In any WSN, routing protocols are the backbone for performing all type tasks such as sensing, controlling, and transmission of packets in ubiquitous environment. In this article, a LEACH protocol with Levenberg-Marquardt neural network (LEACH-LMNN) is considered to analyze the overall network lifetime. The aim of LEACH-LMNN protocol comprises two parts: selection of cluster head node using LMNN approach and the second part is to locate the...

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